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Web3-based decentralized Swarm Learning framework

A computer application with an API designed for inter-bank AML and Anti-Fraud collaboration.

Privacy

Ensuring raw data stays with banks and only model parameters are shared.

Cross-bank collaboration

Facilitated by temporal groups and smart contracts, reducing trust barriers.

High automation

Lowering manpower and time costs for AML and Anti-Fraud detection.

We explore beyond the traditions.

Specific applications include identifying suspicious transaction networks, developing joint AML risk scoring systems, real-time abnormal transaction monitoring, and addressing sample imbalance in detection models.

This framework tackles traditional method limitations by offering a secure, efficient solution.